The following graph gives insight into how the vehicles compare on the sites in the test corpus.
Here are the median values:
Here is the noise in the data captured. What stands out are the sheer number of outliers:
However, if we look at individual vehicles, we see that each vehicle has a similar number of outliers. That is, it’s not only one vehicle is less reliable than the others.